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  • Keshab K Parhi
2020

Classification Using Hyperdimensional Computing: A Review

Ge, L. & Parhi, K. K., Apr 1 2020, In : IEEE Circuits and Systems Magazine. 20, 2, p. 30-47 18 p., 9107175.

Research output: Contribution to journalReview article

1 Scopus citations

Fast 2D Convolution Algorithms for Convolutional Neural Networks

Cheng, C. & Parhi, K. K., May 2020, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 67, 5, p. 1678-1691 14 p., 8966288.

Research output: Contribution to journalArticle

Homogeneous and Heterogeneous Feed-Forward XOR Physical Unclonable Functions

Avvaru, S. V. S., Zeng, Z. & Parhi, K. K., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 2485-2498 14 p., 8963980.

Research output: Contribution to journalArticle

2 Scopus citations

Molecular and DNA Artificial Neural Networks via Fractional Coding

Liu, X. & Parhi, K. K., Jun 2020, In : IEEE transactions on biomedical circuits and systems. 14, 3, p. 490-503 14 p., 9028230.

Research output: Contribution to journalArticle

Molecular MUX-based physical unclonable functions

Ge, L. & Parhi, K. K., Jul 2020, Proceedings - 2020 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2020. IEEE Computer Society, p. 482-487 6 p. 9155040. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2018

Anatomical Biomarkers for Adolescent Major Depressive Disorder from Diffusion Weighted Imaging using SVM Classifier

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2740-2743 4 p. 8512852. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

A Physical Unclonable Function based on Capacitor Mismatch in a Charge-Redistribution SAR-ADC

Tang, Q., Choi, W. H., Everson, L., Parhi, K. K. & Kim, C. H., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351601. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

A Serial Commutator Fast Fourier Architecture for Real-Valued Signals

Garrido, M., Unnikrishnan, N. K. & Parhi, K. K., Nov 2018, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 65, 11, p. 1693-1697 5 p., 8039527.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

Biomarkers for Adolescent MDD from Anatomical Connectivity and Network Topology Using Diffusion MRI

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1152-1155 4 p. 8512505. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Canonic Composite Length Real-Valued FFT

Lao, Y. & Parhi, K. K., Oct 1 2018, In : Journal of Signal Processing Systems. 90, 10, p. 1401-1414 14 p.

Research output: Contribution to journalArticle

Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. R. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 8513168. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Computing Mathematical Functions using DNA via Fractional Coding

Salehi, S. A., Liu, X., Riedel, M. D. & Parhi, K. K., Dec 1 2018, In : Scientific reports. 8, 1, 8312.

Research output: Contribution to journalArticle

Open Access
13 Scopus citations

Effect of aging on linear and nonlinear MUX PUFs by statistical modeling

Koyily, A., Avvaru, S. V. S., Zhou, C., Kim, C. H. & Parhi, K. K., Feb 20 2018, ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 76-83 8 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images with Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms

Rashno, A., Koozekanani, D., Drayna, P. M., Nazari, B., Sadri, S., Rabbani, H. & Parhi, K. K., May 2018, In : IEEE Transactions on Biomedical Engineering. 65, 5, p. 989-1001 13 p.

Research output: Contribution to journalArticle

Open Access
27 Scopus citations

Functional encryption of integrated circuits by key-based hybrid obfuscation

Koteshwara, S., Kim, C. H. & Parhi, K. K., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 484-488 5 p. 8335386. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
Open Access
12 Scopus citations
6 Scopus citations
Open Access
13 Scopus citations

Linear-Phase Lattice FIR Digital Filter Architectures Using Stochastic Logic

Liu, Y. & Parhi, K. K., May 1 2018, In : Journal of Signal Processing Systems. 90, 5, p. 791-803 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Low-Energy architectures of linear classifiers for IoT applications using incremental precision and multi-Level classification

Koteshwara, S. & Parhi, K. K., May 30 2018, GLSVLSI 2018 - Proceedings of the 2018 Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 291-296 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Molecular computation of complex Markov chains with self-loop state transitions

Salehi, S. A., Riedel, M. D. & Parhi, K. K., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 478-483 6 p. 8335385. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection

Zhang, Z. & Parhi, K. K., Aug 16 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

6 Scopus citations

OCT Fluid Segmentation using Graph Shortest Path and Convolutional Neural Network

Rashno, A., Koozekanani, D. D. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3426-3429 4 p. 8512998. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Performance comparison of AES-GCM-SIV and AES-GCM algorithms for authenticated encryption on FPGA platforms

Koteshwara, S., Das, A. & Parhi, K. K., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1331-1336 6 p. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

PermDNN: Efficient compressed DNN architecture with permuted diagonal matrices

Deng, C., Liao, S., Xie, Y., Parhi, K. K., Qian, X. & Yuan, B., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 189-202 14 p. 8574541. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

22 Scopus citations

Predicting Soft-Response of MUX PUFs via Logistic Regression of Total Delay Difference

Koyily, A., Zhou, C., Kim, C. H. & Parhi, K. K., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351487. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
4 Scopus citations
2016

Abnormal neural oscillations in schizophrenia assessed by spectral power ratio of MEG during word processing

Xu, T., Stephane, M. & Parhi, K. K., Nov 2016, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 11, p. 1148-1158 11 p., 7448911.

Research output: Contribution to journalArticle

4 Scopus citations

Architectures for Recursive Digital Filters Using Stochastic Computing

Liu, Y. & Parhi, K. K., Jul 15 2016, In : IEEE Transactions on Signal Processing. 64, 14, p. 3705-3718 14 p., 7450670.

Research output: Contribution to journalArticle

20 Scopus citations

Architectures for stochastic normalized and modified lattice IIR filters

Liu, Y. & Parhi, K. K., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 1351-1358 8 p. 7421363. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Artery/vein classification of retinal blood vessels using feature selection

Vijayakumar, V., Koozekanani, D., White, R., Kohler, J., Roychowdhury, S. & Parhi, K. K., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1320-1323 4 p. 7590950

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Automated detection of neovascularization for proliferative diabetic retinopathy screening

Roychowdhury, S., Koozekanani, D. D. & Parhi, K. K., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1300-1303 4 p. 7590945. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
3 Scopus citations

Belief propagation decoding of polar codes using stochastic computing

Yuan, B. & Parhi, K. K., Jul 29 2016, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 157-160 4 p. 7527194. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Canonic real-valued radix-2n FFT computations

Lao, Y. & Parhi, K. K., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 441-446 6 p. 7421166. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Classification of obsessive-compulsive disorder from resting-state fMRI

Sen, B., Bernstein, G. A., Xu, T., Mueller, B. A., Schreiner, M. W., Cullen, K. R. & Parhi, K. K., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3606-3609 4 p. 7591508. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Computing complex functions using factorization in unipolar stochastic logic

Liu, Y. & Parhi, K. K., May 18 2016, GLSVLSI 2016 - Proceedings of the 2016 ACM Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 109-112 4 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI; vol. 18-20-May-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Computing polynomials by chemical reaction networks

Salehi, S. A., Parhi, K. K. & Riedel, M. D., Jan 1 2016, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841678. (2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computing RBF kernel for SVM classification using stochastic logic

Liu, Y. & Parhi, K. K., Dec 9 2016, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 327-332 6 p. 7780118. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Data-canonic real FFT flow-graphs for composite lengths

Lao, Y. & Parhi, K. K., Dec 9 2016, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 189-194 6 p. 7780095

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Estimating delay differences of arbiter PUFs using silicon data

Avvaru, S. V. S., Zhou, C., Satapathy, S., Lao, Y., Kim, C. H. & Parhi, K. K., Apr 25 2016, Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016. Institute of Electrical and Electronics Engineers Inc., p. 543-546 4 p. 7459370. (Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Improved BER Performance with Rotated Head Array and 2-D Detector in Two-Dimensional Magnetic Recording

Wang, Y., Yuan, B. & Parhi, K. K., Jul 2016, In : IEEE Transactions on Magnetics. 52, 7, 7368942.

Research output: Contribution to journalArticle

1 Scopus citations

Low-Complexity Seizure Prediction From iEEG/sEEG Using Spectral Power and Ratios of Spectral Power

Zhang, Z. & Parhi, K. K., Jun 2016, In : IEEE transactions on biomedical circuits and systems. 10, 3, p. 693-706 14 p., 7307237.

Research output: Contribution to journalArticle

61 Scopus citations

Machine learning classifiers using stochastic logic

Liu, Y., Venkataraman, H., Zhang, Z. & Parhi, K. K., Nov 22 2016, Proceedings of the 34th IEEE International Conference on Computer Design, ICCD 2016. Institute of Electrical and Electronics Engineers Inc., p. 408-411 4 p. 7753315. (Proceedings of the 34th IEEE International Conference on Computer Design, ICCD 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Mode-based obfuscation using control-flow modifications

Koteshwara, S., Kim, C. H. & Parhi, K. K., Jan 20 2016, Proceedings of the 3rd Workshop on Cryptography and Security in Computing Systems, CS2 2016. Association for Computing Machinery, p. 19-24 6 p. (ACM International Conference Proceeding Series; vol. 20-January-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
4 Scopus citations

Network analysis of functional brain connectivity in borderline personality disorder using resting-state fMRI

Xu, T., Cullen, K. R., Mueller, B., Schreiner, M. W., Lim, K. O., Schulz, S. C. & Parhi, K. K., Jan 1 2016, In : NeuroImage: Clinical. 11, p. 302-315 14 p.

Research output: Contribution to journalArticle

Open Access
29 Scopus citations

Optic disc boundary and vessel origin segmentation of fundus images

Roychowdhury, S., Koozekanani, D. D., Kuchinka, S. N. & Parhi, K. K., Nov 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 6, p. 1562-1574 13 p.

Research output: Contribution to journalArticle

51 Scopus citations

Seizure prediction using cross-correlation and classification

Zhang, Z., Henry, T. R. & Parhi, K. K., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 775-779 5 p. 7421239. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Soft Response Generation and Thresholding Strategies for Linear and Feed-Forward MUX PUFs

Zhou, C., Satapathy, S., Lao, Y., Parhi, K. K. & Kim, C. H., Aug 8 2016, ISLPED 2016 - Proceedings of the 2016 International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., p. 124-129 6 p. (Proceedings of the International Symposium on Low Power Electronics and Design).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations